Event Details

ICFOSS is pleased to announce an Online Certificate program in “Machine Learning through FOSS”, from 7^th of October 2024 to 24^th of October 2024, aimed at enhancing the technical competencies of aspiring engineers in Free and Open Source Technology.

Objectives:

This Certificate program is centered around Machine Learning (ML) using free software tools, aimed at cultivating a strong enthusiasm for open source technologies among participants. Spanning 15 days during weekdays (2Hrs/Day/Online- Except holidays), the program provides extensive practical training in a variety of Machine Learning techniques and features. Additionally, it emphasizes the cultivation of creativity and the sharpening of problem-solving skills essential for Engineering Technology and Scientific Research.

Participants will acquire dedicated live online support from experienced mentors of ICFOSS, ensuring comprehensive guidance throughout the program. Progress will be evaluated through assignments, simulation test and project.

Course Highlights:

Duration:

• 30 hours of Industry-Lead Training (2Hrs/Day for 15 days-Except holidays )

Topics :

• Introduction and Course overview, Python For Machine Learning, Numpy Pandas & Data Preprocessing, Linear regression & Logistics Regression, Naive-Bayes & SVM, Decision Trees Random Forests, Ensemble Techniques ,Bagging ,Boosting, K Means Clustering, Model Evaluation & Performance Metrics, Streamlit Deployment - Regression /SVM/ Random Forest/K means, Project Discussion, Neural Networks Basic Concepts, Neural networks from scratch & using Libraries, Popular frame works :Pytorch /Tensorflow, Solving Image classification Problem.

• Online examination and project presentation

Target Audience:

• Students, Faculty, Professionals and Others, in the field of Science and Engineering.

• The number of participants for the proposed program is limited to 50 nos per batch.

Certification Criteria: Certification will be issued to participants who qualifies with:

• 80% of attendance

• 50% marks in Online Examination

• 50% marks in Assignments

• 50% marks on Project

Prerequisities: Basic programming skill in Python

Dates:

Registration Fee: Rs. 3,000 /-

For online payment, the bank accounts details of ICFOSS is as follows:

Application Deadline: 3^rd October 2024

Registration link: https://applications.icfoss.org/online-ml/

For more details of the program, please contact +91 7356610110 | +91 2700012 /13 |+91 471 2413013 | +91 9400225962 | between 10:00-17:00 hrs for any clarifications.